Title :
Place Reservation technique for online task placement on a multi-context heterogeneous reconfigurable architecture
Author :
Quang Hoa Le ; Casseau, Emmanuel ; Courtay, Antoine
Author_Institution :
IRISA/INRIA, Univ. of Rennes 1, Lannion, France
Abstract :
Dynamically and partially reconfigurable architectures, like FPGAs, have increasingly become heterogeneous with DSP, RAM and communication interface blocks. However, in most of online FPGA task placement approaches, the FPGA is modeled as a homogeneous architecture. In this work, we propose a heuristic which focus on the online task placement problem on a multi-context, dynamically and partially heterogeneous reconfigurable architecture. Configuration Prefetching and Anti-fragmentation well known techniques are combined with the Place Reservation technique in order to improve resource usage capacity. Compared to a placement without reservation, our approach improves, on average, by 33% the number of placed tasks and by 46% the resource utilization rate.
Keywords :
configuration management; field programmable gate arrays; reconfigurable architectures; resource allocation; storage management; DSP; FPGA task placement approaches; RAM; antifragmentation; communication interface blocks; configuration prefetching; dynamically heterogeneous reconfigurable architectures; field programmable gate array; homogeneous architecture; multicontext heterogeneous reconfigurable architecture; online task placement problem; partially heterogeneous reconfigurable architectures; place reservation technique; resource usage capacity; resource utilization rate; Artificial intelligence; Context; Digital signal processing; Field programmable gate arrays; Mathematical model; Random access memory; Runtime;
Conference_Titel :
ReConFigurable Computing and FPGAs (ReConFig), 2014 International Conference on
Conference_Location :
Cancun
Print_ISBN :
978-1-4799-5943-3
DOI :
10.1109/ReConFig.2014.7032553